Comparative Analysis of Methods for Optimizing Production Systems based on Hamiltonian and the Method of Optimal Aggregation

Borovska, Taisa; Hryshyn, Dmytro

doi:10.1109/csit52700.2021.9648626

Cited by 1 publication

(2 citation statements)

References 6 publications

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“…The closest analog [6,12,13] researches the problem of optimal credit policy for the manufacturer to minimize total production cost. Developed model takes into account credits and reliability of produced items.…”

Section: Analysis Of the Analogs Of Production And Development Of The...mentioning

confidence: 99%

“…With the introduction of non-smooth and nonconvex "production functions" into the model, it was not possible to ensure the convergence of algorithms for finding the optimal state of equilibrium. This was the primary reason for developing a searchless method of optimal aggregation [6,9]. A large number of studies have been conducted on the attraction and use of external resources.…”

Section: Introductionmentioning

confidence: 99%

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Elaboration and Research of a Model of Optimal Production and Development of Industrial Systems Taking Into Account the Use of the External Resources

Hryshyn

Borovska

Kalizhanova

2022

IAPGOS

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The problem of optimization of investment projects related to the development of modern production systems is considered. The tasks of managing of operation and development of production systems considering external resources – the synthesis and analysis of optimal credit strategies – are posed and solved. An analysis of analogs – solutions of the variational problem of optimal development, the disadvantage of which is the difficulty of obtaining information about the state of production and the external environment, was carried out. The new solution is based on the resource approach, when external resources are taken into account in the cost of production resources. A generalized model of optimal development is used, in which the planned period of the investment project is divided into intervals. At the beginning of each interval, the optimal development strategy is adjusted taking into account the clarification of information about the future state of the active environment: actions of competitors, consumers, world markets. To determine the optimal amount and optimal distribution of credits between subsystems, the maxima of the criterion – the parameterized function of the system's efficiency – are determined at each interval. A new model has been developed based on the model of optimal development, which takes into account the use of external resources, such as loans. The method of including an external resource in the development function and the production function is considered. Examples of modeling are given.

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Section: Analysis Of the Analogs Of Production And Development Of The...mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Elaboration and Research of a Model of Optimal Production and Development of Industrial Systems Taking Into Account the Use of the External Resources

Hryshyn

Borovska

Kalizhanova

2022

IAPGOS

Self Cite

View full text Add to dashboard Cite

show abstract

Comparative Analysis of Methods for Optimizing Production Systems based on Hamiltonian and the Method of Optimal Aggregation

Cited by 1 publication

References 6 publications

Elaboration and Research of a Model of Optimal Production and Development of Industrial Systems Taking Into Account the Use of the External Resources

Elaboration and Research of a Model of Optimal Production and Development of Industrial Systems Taking Into Account the Use of the External Resources

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